“Practical Divine Influence”: Socioeconomic Status and Belief in the Prosperity Gospel
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The “prosperity gospel” is an understudied feature of the religious landscape of the United States. Little is known about the social patterning of prosperity gospel beliefs. We focus on two core dimensions of socioeconomic status (SES)—education and income—as potential influences. Our analyses of data from the Pew Forum on Religion & Public Life's 2006 Survey of Pentecostals produce three findings. First, education and income have negative and mostly independent associations with prosperity gospel beliefs. Second, SES‐based patterns remain after accounting for other attributes of the religious role. Third, while most education‐based differences are contingent upon the attributes of the religious role, these contingencies are not replicated for income‐based differences. These observations reinforce the long‐standing claim that SES plays a pivotal—and complex—role in the social patterning of religious beliefs.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it